Platform · Cars24

Cars24 Data Scraping

Cars24 has opened and closed countries in a few years. A multi-market series has to know which markets existed when.

Cars24 data scraping covers the inventory of the used-car retailer that buys, inspects and sells its own cars. It operates in India, Australia and the UAE, having left Thailand in 2024 and Indonesia and Saudi Arabia before that. So each market is its own series, in its own currency, and market exits are dated events. Prices are the retailer's. Private sellers' personal details are never collected, number plates are not collected from private listings, and a listing that disappears is not recorded as a sale.

A retailer's footprint is part of its data. Countries that closed are history, not gaps.

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cars24_sample.jsonl LIVE FEED

{"market":"IN","price":545000,"currency":"INR","seller_type":"retailer"} {"market":"TH","market_exit_at":"2024-04","records_retained":true} {"emi_terms":"as displayed","is_price":false}

illustrative sample rows · IN / AU / AEa footprint that moves · schema v1.0

Independence and trademarks. Actowiz Solutions is not affiliated with, endorsed by or connected to Cars24 or its owners. Cars24 and related marks belong to their respective owners, used here only to name the publicly accessible source this service collects from.

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Cars24 at a glance

How we handle Cars24 specifically

Platform-specific handling, not a generic retail template pointed at a different domain.

Retailer: Cars24 — own stock
Markets now: India, Australia, UAE
Exits: Thailand (2024); Indonesia, Saudi Arabia earlier
So: Market per series; exits dated
Prices: The retailer's
Finance: Offered in-house; terms, not price
Corporate: Indian listing under consideration
Comparison: Within market, mileage and age bands

Platform specifics

A footprint that moves

These are the reasons a Cars24 dataset needs its own handling rather than a shared retail schema.

Market by market

Cars24 runs separate sites and apps per country, with its own stock, pricing and currency in each.

market on every row; currencies never converted in place.
market_exit_at recorded for markets it has left, with earlier records kept as history.
seller_type: retailer; Cars24's price is its own, not an ask from a private seller.
City availability in India recorded as displayed.

Finance, and what we do not do

Finance

Cars24 offers finance; EMI and monthly figures are terms, never the price.

Against other retailers

In India the comparable retailer is Spinny; retailer prices are kept apart from marketplace asks. Listings are compared within mileage and age bands, dealer and private kept apart, as on our mobile.de page.

What we do not do

Treat exits as gaps, convert currencies, record EMIs as prices, collect customer or seller data, or record disappearance as a sale.

Scope

What we collect on Cars24, and what we do not

The right column matters more than the left. Anyone can list fields; the limits are what tell you whether the dataset will hold up.

✅ What we collect

market on every row, currency kept
market_exit_at for markets left
Earlier market records kept as history
seller_type: retailer
City availability as displayed
Finance terms as terms
Mileage, age and derived bands
Days on market from first observation
Price revisions dated

❌ What we do not, and why

Market exits treated as data gaps
Currencies converted in place
EMIs recorded as prices
Customer or seller data
Disappeared listings recorded as sales

Core Cars24 fields

The full dictionary is agreed during scoping. These are the fields specific to this platform.

Field	What it is on this platform
market	IN, AU, AE
market_exit_at	Where left
listing_id / make / model / variant	As published
year / kms / band	As published; band derived
price / currency	As displayed
seller_type	retailer
city	As displayed
finance_terms	As displayed
first_seen / last_seen	Lifecycle
price_revisions	Dated
observed_at	Timestamp

Use cases

What teams do with Cars24 data

Used car retail pricing

Cars24's prices within bands, per market.

Footprint tracking

Markets entered and left, dated.

City availability in India

Where stock is offered.

Retailer competition

Cars24 beside Spinny.

The 24-hour sample — run on your sources, not ours

Send us a Cars24 item or category list. We run real collection against it and return the output within 24 hours, with the platform-specific fields populated so you can check them yourself rather than take our word for it.

Real extraction from your actual sources
Returned within 24 hours
Coverage and QA note included
You keep the data either way
No card, no trial clock
Named engineer on the call

Get my free sample Book a 20-min scoping call Reply within one business day. Reference calls available under NDA.

How we engage

Three ways to engage us

Same collection pipeline and QA underneath. The difference is who holds the schedule and how the data reaches you.

Managed service (most common)

We own the collection, the QA and the delivery. You receive clean data on a schedule and never touch a scraper.

Dedicated engineer assigned to your account
Site changes fixed by us, not reported to you
Scheduled delivery to your warehouse or S3
Named contact on Slack or email

Best fit: Teams who need the data, not the infrastructure.

API access

The same collection pipeline exposed as an authenticated REST endpoint your systems query directly.

On-demand and scheduled endpoints
Rate limits agreed to your load profile
Sandbox keys for integration testing
Versioned schema with deprecation notice

Best fit: Product and engineering teams building on live data.

One-time or project extraction

A defined pull for a specific question — market sizing, diligence, a pitch, a one-off audit.

Fixed scope agreed in writing upfront
Single delivery with full QA report
Methodology documented for your records
Converts to managed if you want continuity

Best fit: Research, strategy and diligence work with a deadline.

Pricing

Every engagement is quoted individually, because the honest answer depends on your scope: how many sources, how many records, how often, and how the data reaches you. We scope it with you, run a free pilot on your own sources, and then quote a fixed monthly figure — no per-request metering and no overage billing when volumes move. Request a quote and you will have a number after one call.

Cars24 is usually collected alongside its competitors

Almost nobody buys a single platform in isolation. Cars24 data becomes useful when it sits next to the competitor set on one schema, refreshed on one schedule, so a price index or availability comparison is genuinely like-for-like.

That is what automotive data covers, and a Cars24-only engagement can be expanded into it without rebuilding. If you already know you need several platforms, start there instead — it is the same pipeline and usually the better scoping conversation.

FAQ

Cars24 data scraping: frequently asked questions

Platform-specific questions, including what cannot be collected here.

India, Australia and the UAE, as of 2026. It left Thailand in 2024 and Indonesia and Saudi Arabia earlier.

It is the retailer's price. We record it as such.

As terms, never as the price.

It is kept as history, with the exit dated.

No.

It depends on markets and frequency.

Talk to us.

See real Cars24 data before you commit to anything

Send us an item or category list. We return the output within 24 hours with the platform-specific fields populated.

Get a free sample Talk to an engineer

Free pilot, no card, no obligation. If we cannot collect a field you need on this platform, the sample shows you that too.

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